Wintersemester

Zeitplan

VU Computer Vision

Timetable

The lecture will again be held virtually in WS2021/2022 due to the current COVID19 developments. Enclosed you will find a schedule for orientation in the self-study of the lecture part. It is advisable to follow this schedule in order to acquire the necessary theoretical knowledge for the exercise part of this course in time.

Start is scheduled for 06.10.2021. The following is a list of the contents of the lecture part and dates of the units of the exercise part:

  • 06.10.2021
    • Self-study: preliminary discussion and introduction: what is Computer Vision?
      • Video recording TUWEL 2019-10-09:

        • Please note that the section Organization in the video recording is outdated. Up-to-date information regarding the schedule and organization will be presented live via ZOOM on 07.10.2021.
        • General introduction
        • History of Computer Vision
        • Why is Vision Hard?
  • 07.10.2021, 1pm:
    • ZOOM lecture: 1st unit for the exercise part (attendance required) – Zoomlink will be provided via TUWEL.
      • Discussion of the general exercise procedure
      • Group finding
      • Q&A session
    • Self-study: Structure of Images 1: Image Formation
      • Video recording TUWEL, 2019-10-10
        • Image Geometry and Formation
        • Types of Projections
  • 08.10.2021:
    • Self-study: Structure of Images 2: Texture, Scenes, and Context 1
      • Video recording TUWEL, 2019-10-11
        • Properties of Light
        • Light Transport – BRDF
        • Structure in Images: Visual Features, Filtering, Transformations
  • 13.10.2021:
    • Self-study: Structure of Images 3: Texture, Scenes, and Context 2
      • Video recording TUWEL, 2019-10-16
        • Linear Image Transform
        • Edges
        • Local Image Analysis
  • 14.10.2021:
    • Self-study: Local & Multiscale Representations
      • Video recording TUWEL, 2019-10-23
        • Wavelets
        • Local Image Representations
        • Multiscale Image Represenations
        • Haar Transform
  • 15.10.2021:
    • Self-study: Image Analysis
      • Video recording TUWEL, 2019-11-06
        • Interest Points, Corners
        • Image Analysis
        • Scene Emergent Features
  • 21.10.2021, 1 pm:
    • ZOOM Q&A Lecture Time (units 1 – 6)
  • 28.10.2021:
    • ZOOM Tutor Hour
      • 1 Registration per group via TUWEL
  • 4.11.2021:
    • Self-study: Scenes 1
      • Video recording TUWEL, 2019-11-07
        • Scene Recognition
        • Bag of Words
        • SIFT
  • 5.11.2021:
    • Self-study: Scenes 2
      • Video recording TUWEL, 2019-11-08
        • Clustering
        • Pyramid Matching
        • Support Vector Machine
  • 10.11.2021:
    • Self-study: Machine Learning for CV
      • Video recording TUWEL, 2019-11-13
        • Classification
        • Types of Learning
        • Regression
        • Clustering
        • Association
        • Dimension Reduction
        • ANNs
  • 11.11.2021:
    • ZOOM Tutor Hour
      • 1 Registration per group via TUWEL
    • Self-study: Deep Learning for CV
      • Video recording TUWEL, 2019-11-14
        • Deep Learning
        • CNNs
        • Image Net
  • 12.11.2021:
    • Self-study: Depth Perception
      • Video recording TUWEL, 2019-11-22
        • Monocular Cues to Depth
        • Absolute Monocular Cues to Depth
        • 3D Object Categorization
        • Pose Invariance
  • 18.11.2021:
    • DEADLINE 1. Exercise part, 23:59 (CET)
      • Submission via TUWEL
  • 29.11.2021:
    • Self-study: Single View Reconstruction
      • Video recording TUWEL, 2019-11-27
        • Camera Geometry and Calibration
        • Three-dimensional reconstruction from single and multiple images
        • Single View Metrology
  • 25.11.2021:
    • SUBMISSION INTERVIEW: 1. Exercise part
      • Registration per group via TUWEL
    • Self-study: Absolute 3D Reconstruction
      • Video recording TUWEL, 2019-11-28
        • Absolute Monocular 3D Reconstruction
        • Absolute Binocular 3D Reconstruction
        • Stereo Geometry
        • Essential Matrix
  • 26.11.2021:
    • Self-study: Multiview Geometry
      • Video recording TUWEL, 2019-11-28
        • Correspondence Analysis
        • Multiview Geometry & RANSAC
        • Shape from Motion
  • 1.12.2021, 1pm:
    • ZOOM Q&A Lecture Time (units 7 – 14)
  • 9.12.2021:
    • ZOOM Tutor Hour
      • 1 Registration per group via TUWEL
  • 16.12.2021:
    • ZOOM Tutor Hour
      • 1 Registration per group via TUWEL
  • 17.12.2021:
    • Examination Lecture Part
      • Registration via TISS
  • 13.01.2022:
    • ZOOM Tutor Hour
      • 1 Registration per group via TUWEL
  • 20.01.2022:
    • DEADLINE 2. Exercise part, 23:59 (CET)

      • Submission via TUWEL
  • 27.01.2022:
    • SUBMISSION INTERVIEW: 2. Exercise part
      • 1 Registration per group via TUWEL